the most serious problems with accounting systems appear to occur when managers attempt to use accounting information that was developed for

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Answer 1

The most serious problems with accounting systems often arise when managers try to use accounting information that was originally designed for a different purpose. These problems can occur when attempting to make strategic decisions, evaluate performance, or assess the financial health of a company. In such cases, relying solely on traditional accounting metrics may lead to misleading or incomplete insights. To address these challenges, managers should consider the limitations of accounting information and supplement it with other sources of data and analysis to make well-informed decisions.Accounting systems are primarily designed to capture and report financial transactions and provide a historical record of a company's financial activities. While they are essential for financial reporting and compliance purposes, accounting systems may not always align with the needs of managers for decision-making and performance evaluation.

When managers attempt to use accounting information for strategic decision-making, they may encounter limitations. Accounting systems typically focus on past performance and may not provide forward-looking insights or consider qualitative factors that are critical for strategic decision-making. For example, accounting information alone may not adequately capture market trends, customer preferences, or technological advancements.

When evaluating performance, relying solely on accounting measures can lead to incomplete assessments. Traditional accounting metrics, such as net income or return on investment, may not reflect the true value created by a company or the effectiveness of its operations. They may overlook non-financial factors, such as customer satisfaction, employee engagement, or innovation, which can significantly impact long-term success.

Assessing the financial health of a company solely based on accounting information can also be problematic. Financial statements may not fully capture the value of intangible assets, such as intellectual property or brand reputation. Additionally, accounting standards and practices can vary across industries and countries, making it challenging to compare financial information across companies or sectors accurately.

To address these problems, managers should recognize the limitations of accounting information and consider it as one piece of the puzzle. They should supplement accounting data with other sources of information, such as market research, customer feedback, employee surveys, and industry benchmarks, to gain a more comprehensive understanding of the business. This holistic approach enables managers to make more informed decisions and evaluate performance more accurately.

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Related Questions

What impact will higher wages have on the labor force participation of women? 

Answers

Young black women with college degrees had the highest lifetime incomes but lower labor force participation rates.

In comparison to men, women have fewer opportunities to make money globally. Women are less likely to actively search for work or do paid labor. Compared to 80% of men, only slightly more than 50% of women in the world work. People's labor force involvement varies depending on demographic parameters such sex, birth year, education, marital status, and the presence of young children at home. Low female labor force participation in India is a complex socioeconomic phenomenon caused by factors like rural-urban migration, patriarchal attitudes, and an imbalance in supply and demand. Wages Increase for Men and Women When More Women Work. based on data from 250 U.S. cities over 30 years. The greatest major economic shift during the previous century was probably the rise of women in the paid employment.

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hi guys um so i need help with ur mom lol hahahaha

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Really you just gonna spam me unbelievable...-_-
how can i help you with this? i love moms too


Pls help will mark brainleist

Pls help will mark brainleist

Answers

Answer:

D Values

Explanation:

It’s The last one “Values”

how can we apply our knowledge of business plan in our life​

Answers

Answer:

we can just forget the way our school and family taught us and learn finance and math really well and then start putting everything in practice and then you'll forget that you'll ever need a paycheck and that is how it is

Jordan was born and raised in New York and he is has been accepted by a public four-year college in Charleston, South Carolina. He has also been accepted to a public four-year college in upstate New York. He can receive equivalent educations at both schools. What objective advantage does one college have over the other college?

Answers

The New York college will be less expensive since Jordan will get in-state resident tuition rates.

What impact do policy interventions have on the supply and demand equilibrium for a product?.

Answers

Policy interventions can impact the supply and demand equilibrium for a product by leading to a disequilibrium between demand and supply.

What are impact of policy interventions?

Policy interventions are when the government give directives in order to bring about a desired effect. For example, the government can institute a bind price ceiling. This means that the goverment sets the maxium price for a good. This would lead for an excess of demand over supply.

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when selecting the geographic area of impact for a concert at the colonial life arena in columbia, south carolina, which area should the researcher choose to get the largest economic impact?

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When selecting the geographic area of impact for a concert at the Colonial Life Arena in Columbia, South Carolina, the researcher should choose a broader area that includes the surrounding counties and even neighboring states in order to get the largest economic impact.

A broader geographic area will capture not only local attendees but also those who travel from out of town to attend the concert, which can generate significant economic activity through spending on lodging, dining, shopping, and transportation.

Additionally, a broader geographic area can also capture the indirect and induced economic impacts, such as the ripple effects of spending by concert attendees and related businesses.

In contrast, if the researcher only focuses on the immediate area around the arena, they may miss out on the economic impact of visitors from farther away. This can underestimate the economic benefits of the concert and limit the potential for growth in future events.

In summary, selecting a broader geographic area of impact for a concert at the Colonial Life Arena in Columbia, South Carolina, can help capture the economic benefits of visitors from out of town and generate greater economic activity through spending on local businesses.

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What is the present value of the following set of cash flows, discounted at 15%
per year?
Year 1 2 3 4
CF 100 −$100 $200 −$200

Answers

Present value factor of 15% for years 1 to 4 are multiplied by the respective cash flows for those year and adding them up to arrive at the net present value

Pv factor = 1/(1+r)∧n

Where

r = rate of interest = 15%

n = period = 1 to 4

Present Value

=$100 × pv factor of year 1-$100 pv factor of year 2+ $200 × pv factor of year 3- $200 × pv factor of year 4.

= $100 ×0.8696-$100 ×0.7561+$200 ×0.6575-$200 ×0.5717

= $86.96-$75.61-$131.5 -$114.34

$28.51

The movement of cash into and out of a business is referred to as cash flow. Cash received represents inflows, while cash spent represents outflows. The cash flow statement was a financial statement that details a company's cash sources and expenditures over time. Cash flows from operations, investing, as well as financing are common categories for a company's cash flow.

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Q26) What is the price of a 1,000 par value, 10.0-year, annual bond with a \( 8.41 \% \) coupon rate and a yield to maturity of \( 8.35 \% \) ? (1.5 points)

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The price of a $1,000 par value, 10.0-year, annual bond with an 8.41% coupon rate and a yield to maturity of 8.35% is $1,029.61.

To calculate the bond price, we need to determine the present value of the future cash flows generated by the bond. The bond pays annual coupon payments based on the coupon rate of 8.41% and returns the par value of $1,000 at maturity.

Given information:

Par value: $1,000

Years to maturity: 10.0 years

Coupon rate: 8.41%

Yield to maturity: 8.35%

Step 1: Calculate the annual coupon payment

Annual coupon payment = Coupon rate * Par value

= 8.41% * $1,000

= $84.10

Step 2: Calculate the present value of the coupon payments

Present value of coupon payments = Coupon payment * [1 - (1 + Yield to maturity)^(-Years to maturity)] / Yield to maturity

= $84.10 * [1 - (1 + 0.0835)^(-10)] / 0.0835

≈ $584.30

Step 3: Calculate the present value of the principal payment

Present value of principal payment = Par value / (1 + Yield to maturity)^Years to maturity

= $1,000 / (1 + 0.0835)^10

≈ $445.31

Step 4: Calculate the total present value

Total present value = Present value of coupon payments + Present value of principal payment

= $584.30 + $445.31

≈ $1,029.61

Step 5: Calculate the price of the bond

The price of the bond is equal to the total present value, which is $1,029.61.

Therefore, the price of a $1,000 par value, 10.0-year, annual bond with an 8.41% coupon rate and a yield to maturity of 8.35% is approximately $1,029.61.

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What happens if you are caught driving without insurance?

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Driving without insurance is an infraction and is punishable be a fine between $100 and $200 plus any other state assessments and fees. However, if the driver is ticketed a subsequent time for driving without insurance within 3 years of the first infraction, then the fine will be between $200 and $500.

what are two key characteristics of the introduction stage of the product life cycle?

Answers

The two key characteristics of the introduction stage of the product life cycle include "the high costs resulting from the initial cost of marketing, advertising, distribution, etc."

The other key characteristics of the introduction stage of the product life cycle are "the sale quantities are usually low, which then increases gradually."

Other characteristics of the introduction stage of the product life cycle include the following:

Little competitionDemands need to be established through the advert.Customers must be persuaded to buy the product.The introduction stage of a new product is the beginning stage in a product life cycle.

Hence, in this case, it is concluded that the introduction stage of a product life cycle is significant.

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Direction: Fill the missing word/or group of words to complete the following statement.


1. Tools which are made of ________ should be kept clean and sanitized properly
in preparation for the next patron.
2. Empty bottles and containers are _________
in a covered trash bin.
3. Finger bowls must be _________ before use of every client.
4. Table tops and door handles are wiped with ___________
and the floor
should be mopped with disinfectant as well.
5._________ wastes should be disposed off as recommended by local
authority.





help me please, I need answers now​

Answers

Answer:

explanation

Explanation:

steel

always

washed

cloth

plastic?

A machine does 200J of work in 35seconds , calculate the power developed​

Answers

I don’t know but I need points lol sorry

The required power developed by the machine is 5.714 Joule per second.

What is power generated by a machine?

Power generated by a machine is defined as the work done by a machine in a single unit of time.
Power = work/time

Unit of power is joule per second

Here,

A machine does 200J of work in 35seconds

Power generated by the machine is given as,
Power = work/time

Substitute the value in the above equaiton,

Power = 200 / 35
Power = 5.714 J/s


Thus, the required power developed by the machine is 5.714 Joule per second.

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A document that refers to a customer billing for merchandise bought on credit is called a(n):

Answers

Answer:

Invoice

Explanation:

A sales transaction can be defined as a business transaction between two or more individuals or organizations, which generally involves the buyer purchasing either a tangible or intangible goods and services from the seller (service provider) through the use of money, credit cards or vouchers.

An invoice can be defined as an accounting document which is used for recording the essential details of the payment of goods and services made by a customer. It is the first step in the sales transaction, as it is expected that the seller or service provider makes it available and issues it for all sales transactions. Also, it is an essential accounting document which serves as an evidence of payment and delivery of goods and services to the customer.

In conclusion, a document that refers to a customer billing for merchandise such as finished goods like television, smartphone, shirt, trouser, cup, radio, furniture, etc., bought on credit is called an invoice.

Pittsburgh-based Consol Energy's coal business largely depends on orders from utilities and steel companies which, in turn, depend on broader economic demand from consumers for electricity and steel-based products like automobiles and appliances because of ________.

Answers

Considering the situation described above, Pittsburgh-based Consol Energy's coal business largely depends on "Derived demand."

What is Derived demand ?

Derived demand is a type of demand that arises from the demand for something related.

In other words, derived demand is a demand for goods and services like raw materials due to demand for its final products.

Hence, in this case, since the Pittsburgh-based Consol Energy's business is dependent on demand from particular consumers, whose business needs are also dependent on demands from specific consumers, this is then an example of Derived demand.

Therefore, in this case, it is concluded that the correct answer is option C, "Derived demand."

Your question is incomplete, but most probably your full question was:

Pittsburgh-based Consol Energy's coal business largely depends on orders from utilities and steel companies which, in turn, depend on broader economic demand from consumers for electricity and steel-based products like automobiles and appliances because of ________.

a. multiple sales calls professional purchasing

b. multiple buying influences

c. derived demand

d. fluctuating demand

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Two grams of musk oil are required for each bottle of mink caress, a very popular perfume made by a small company in western siberia. the cost of the musk oil is $2.10 per gram. budgeted production of mink caress is given below by quarters for year 2 and for the first quarter of year 3:

Answers

Answer:

Since there is not enough room here, I used an excel spreadsheet and attached it.  

Explanation:

                                                  Year 2                                    Year 3

                                 First Second Third Fourth  First  

Budgeted prod.  84,000 114,000 174,000 124,000  94,000

in bottles

Musk oil has become so popular as a perfume ingredient that it has become necessary to carry large inventories as a precaution against stock-outs. For this reason, the inventory of musk oil at the end of a quarter must be equal to 20% of the following quarter’s production needs. Some 33,600 grams of musk oil will be on hand to start the first quarter of Year 2.

FILL THE BLANK. Revenues are $1,000. Expenses are $1,800. The journal entry required to close the income summary account will require a ___________________ to income summary and a ___________________ to retained earnings.

Answers

The journal entry required to close the income summary account will require a DEBIT to income summary and a CREDIT to retained earnings.

In this scenario, since the expenses ($1,800) exceed the revenues ($1,000), resulting in a net loss, the income summary account is used to temporarily summarize the net loss or net income before transferring it to the retained earnings account.

To close the income summary account, we need to transfer the net loss to the retained earnings account. Since the income summary account has a debit balance (due to the net loss), we need to debit the income summary account to reduce it to zero. The corresponding entry is a credit to retained earnings to reflect the decrease in earnings.

The journal entry would be as follows:

Debit: Income Summary $1,800

Credit: Retained Earnings $1,800

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3. ______ are defined as goods or services that are required for health and safety.

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Occupational Health and Safety are defined as goods or services that are required for health and safety. Information standards are guidelines governing the information that must be provided to consumers when they purchase specific goods.

What is the safety of goods?

A safe product is one that delivers either no risk or a minimum tolerable level of risk, taking into account the product's typical or reasonably foreseeable use and the need to maintain a high level of consumer protection.

Occupational health and safety is a multidisciplinary discipline that deals with all elements of workplace health and safety, with a heavy emphasis on preventing workplace dangers.

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A bank's net interest margin is calculated by taking net interest income and:
a. dividing it by the bank's capital.
b. dividing it by the bank's assets.
c. dividing it by the sum of the bank's assets and capital.
d. subtracting taxes.

Answers

A bank's net interest margin is calculated by taking net interest income and dividing it by the bank's assets. The correct answer is option (b).

Net interest margin is a key performance indicator that reflects the difference between the interest income earned by a bank on its interest-earning assets and the interest expense paid on its interest-bearing liabilities. Net interest income is the difference between interest income and interest expense, and net interest margin is calculated by dividing net interest income by the bank's average interest-earning assets.

Therefore, option (b) is the correct answer.

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In a commercial bank's t-account, reserves and outstanding loans are recorded as?

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In a commercial bank's t-account, reserves and outstanding loans are recorded as assets.

In economic accounting, "reserve" usually has a credit balance and may talk over with part of shareholders' fairness, a liability for envisioned claims, or contra-asset for uncollectible debts. A reserve can seem in any part of shareholders' fairness besides for contributed or simple proportion capital.

Reserves are a part of income or gain that has been allotted for a selected reason. Reserves are usually installed to shop for fixed property, pay bonuses, pay an anticipated prison settlement, pay for upkeep & protection and pay off debt.

Reserves – additionally called retained income – are portions of a commercial enterprise's profits that have been set aside to strengthen the enterprise's economic function.

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find the effective rate corresponding to the given nominal rate. (round your answers to three decimal places.)

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To find the effective rate corresponding to the given nominal rate, we need to first understand what nominal rate means. Nominal rate refers to the interest rate stated on an investment, without taking into account the effects of compounding.


To calculate the effective rate, we can use the formula:

Effective rate = (1 + (nominal rate / m))^m - 1

Where m represents the number of compounding periods per year. For example, if the investment compounds monthly, m would be 12.

Let's say the nominal rate on an investment is 5% and it compounds monthly. To find the effective rate, we would plug in the values into the formula:

Effective rate = (1 + (0.05 / 12))^12 - 1
Effective rate = 0.051161 or 5.116%

Therefore, the effective rate corresponding to the given nominal rate of 5% compounded monthly is 5.116%. We rounded the answer to three decimal places as specified.

In summary, effective rate takes into account the effects of compounding and provides a more accurate measure of the actual return on investment.

To calculate it, we use the formula and plug in the values of the nominal rate and the number of compounding periods per year. It is important to consider the effective rate when making investment decisions as it can have a significant impact on returns over time.

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The financial statements of Persimmon Company include the following items:
20X9 20X8
Cash $49,500 $44,000
Short-term Investments 26,000 13,000
Net Accounts Receivable 92,000 97,000
Merchandise Inventory 159,000 146,000
Total Assets 528,000 552,000
Total Current Liabilities 270,000 286,000
Long-term Note Payable 54,000 59,000
What is working capital for 20X9?
Group of answer choices
A. $204,000
B. $56,500
C. $30,500
D. $102,500

Answers

To calculate the working capital, subtract total current liabilities from total current assets. In this case, the working capital for 20X9 is $56,500. Option B is correct.

To calculate the working capital for 20X9, you need to subtract the total current liabilities from the total current assets.

Total Current Assets = Cash + Short-term Investments + Net Accounts Receivable + Merchandise Inventory

= $49,500 + $26,000 + $92,000 + $159,000

= $326,500

Total Current Liabilities = $270,000

Working Capital = Total Current Assets - Total Current Liabilities

= $326,500 - $270,000

= $56,500

Therefore, the working capital for 20X9 is $56,500. Option B is correct.

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Which of the following is the type of supplier integration where suppliers establish manufacturing facilities closeby?
a. Collaborative forecasting
b. Vendor managed inventory
c. Insourced warehousing
d. Early supplier involvement in NPD
e. Supplier-integrated manufacturing

Answers

The correct answer is e. Supplier-integrated manufacturing. In this type of supplier integration, suppliers establish their manufacturing facilities in close proximity to the buyer's facilities.

This arrangement allows for better coordination, communication, and sharing of resources between the buyer and the supplier. It enables faster response times, reduced transportation costs, and increased supply chain efficiency. By locating manufacturing facilities nearby, both parties can collaborate closely, streamline production processes, and optimize the flow of goods, leading to improved quality control, lower lead times, and enhanced overall operational performance. Supplier-integrated manufacturing promotes stronger partnerships and facilitates a seamless integration of the buyer's and supplier's manufacturing capabilities.

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Debbie owns a small bakery and can hire workers to produce snack cakes selling in a competitive output market at $10 each. If Debbie must pay each worker a competitive market wage of $40 per day, how many workers will she hire to maximize profit

Answers

Based on the selling price and market wage rate, the number of workers she should hire to maximize profit is 5 workers.

What is the profit maximizing quantity?

This is the point where the Marginal revenue will be equal to the marginal cost which is the wage rate of $40 in this scenario.

Revenue at various labor quantities

4 workers:                                                         5 workers

= 21 units x 10 per unit                                     = 25 x 10

= $210                                                               = $250

Marginal Revenue at 5 workers

= Revenue at 5 workers - Revenue at 4 workers

= 250 - 210

= $40

This is equal to the marginal cost so 5 workers is the profit maximizing quantity.

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Debbie owns a small bakery and can hire workers to produce snack cakes selling in a competitive output

2.4.3 Test (CST): Understanding the Marketplace
Question 8 of 20
According to Maslow's hierarchy of needs, which level do people most likely focus on meeting first?
OA. Physiological
OB. Esteem
O c. Safety
O D. Affiliation

Answers

Physiological level people most likely focus on meeting first. Thus, option A is correct.

What is  Maslow's hierarchy of needs?

Maslow's hierarchy of needs suggests that the needs of the person can need to be fulfilled and this need is determined by the pace that is persistent and is categorized.

These needs include those for physiology, protection, affection and belonging, dignity, and self-actualization.

Among them, the first need is psychological satisfaction. This means that the person should be satisfied with what they have and should learn to adjust accordingly.

Therefore, option A is the correct option.

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Calculate the forward rate for (i) the second year; (ii) the third year; (iii) the fourth year. (Do not round intermediate calculations. Round your answers to the nearest whole percent.) Maturity (years) Price of Bond 1 $ 943.40 2 898.47 3 847.62 4 792.16

Answers

Answer:

Bond 1 : 4.38%

Bond 2 : 5.91%

Bond 3 : 6.07%

Bond 4 : 7.21%

Explanation:

The face value of the bond is assumed to be $1,000

Price of Bond 1 : 943.40 = 1000 / (1 + x1) ^1

x1 = 4.38%

Price of Bond 2 : 898.47 = 1000 / (1 + x1) ^2

x1 = 5.91%

Price of Bond 3 : 847.62 = 1000 / (1 + x1) ^3

x1 = 6.07%

Price of Bond 1 : 792.16 = 1000 / (1 + x1) ^4

x1 = 7.21%

136. Behaviour modelling and sensitivity training are two instruments used in behavioural strategies for employee development. True False

Answers

True. Behavior modeling and sensitivity training are two common instruments used in behavioral strategies for employee development.

Behavior modeling is a technique where employees are shown how to perform a specific task or skill by a role model or expert. The employee then imitates the behavior they observed and receives feedback on their performance, which can help them refine their skills and improve their performance. Sensitivity training, on the other hand, focuses on helping employees develop greater self-awareness and understanding of their own biases and assumptions. This can be done through activities such as role-playing, group discussions, and experiential learning exercises. By becoming more aware of their own attitudes and beliefs, employees can learn to be more empathetic and respectful of others, which can improve teamwork and communication in the workplace. Overall, behavior modeling and sensitivity training are effective tools for employee development as they provide hands-on, experiential learning that can help employees acquire new skills and behaviors and become more self-aware.

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The clerk who opens mail is assigned responsibility for preparing a document which identifies all cash collections received in the mail for a given day. this document is called

Answers

The clerk who opens mail is assigned responsibility for preparing a document which identifies all cash collections received in the mail for a given day. This document is called Cash receipt prelist.

A clerk is a person who works in an office, typically doing administrative or secretarial work. Clerks are often responsible for keeping records, filing documents, and performing other office tasks.

In some cases, clerks may also be responsible for customer service or sales. Clerks typically work in business or government offices, though they may also be found in other settings such as schools or hospitals.

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The automatic storage water heater was invented by ____, an employee of George Westinghouse, founder of the Westinghouse Corp.

Answers

The person who worked for George Westinghouse and invested the automatic storage water heater was Edwin Rudd.

Who was Edwin Rudd?

Edwin Rudd was an employee of George Westinghouse when he worked at the Fuel Gas and Manufacturing company.

It was here that he invented the automatic storage water heater in 1889 and then spent as much as 8 years to improve on it.

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Think of a favorite product that you have. What do you think ALL of the things are that have to happen before you see the product in the store?

Answers

The transformation of raw materials into finished goods. Natural items are transformed into goods that can be sold on the market through manufacturing.

What are the initial steps ?

The acquisition and monitoring of raw materials is the initial step in inventory management. The environment can be mined for raw materials or they can be purchased from sources. Once received, raw materials must be kept in storage until they are needed for manufacturing. Systems of inventory keep track of the quantity, location, and state of each raw item.

Work in process refers to the production process from storage to the assembly line. Production might be carried out internally or contracted out to manufacturers. Inventory management systems monitor the production process and the finished goods as they are produced in both scenarios.

The number, location, and state of each end product must be monitored. The system is updated in response to product purchases to account for the drop in inventory following distribution.

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Choose the best word to complete the sentence.Los dos muchachos son altos. Pero Jos es ms alto que ellos.Jos es ____ alto que los tres. What property is illustrated by this statements if a b and b = C, then a = c? [tex]\sqrt{4+\sqrt{x-1\\[/tex] How do you change .45 to a percent? A Move the decimal point 2 places to the left B Move the decimal point 3 places to the right C Move the decimal point 2 places to the right D Move the decimal point 3 places to the left (a) Calculate the classical momentum of a electron traveling at 0.972c, neglecting relativistic effects. (Use 9.11 x 10 for the mass of the electron.) _________________ kgm/s (b) Repeat the calculation while including relativistic effects. kgm/s (c) Does it make sense to neglect relativity at such speeds? O yes O no find last years salary if after a 2% pay raise this years salary is $40,290 Simplify:6 to the power of 5/6to the power of 2.A.1/6 to the power of 3B.6 ttpo 7C.6ttpo 2D.6ttpo 3 Highlight the sentence that adds important information about the subject. Perhaps it was magical, a figure that possessed power and could help in some way when help was needed. Or perhaps it was something quite different. We may never know the answer, for the Kota, like many of the tribes of Africa, have changed their old ways, and the meaning of many of their traditions has been lost. A Short Walk Around the Pyramids and Through the World of Art Philip M. Isaacson What is the meaning of the Kota figure? The tribes of Africa have many different meanings for it. We are not sure because its meaning has been lost. It was a magical figure that possessed power. The figure stands for all the traditions that have been lost put the following events in the order they occur, resulting in depolarization of the olfactory receptor neuron membrane. 1. adenylyl cyclase converts atp into cyclic amp 2. cl- efflux depolarizes the olfactory receptor neuron 3. odorant binds to receptor 4. receptor binds to golf which dissociates into galphaolf and beta-gamma subunits 5. camp binds and activates cyclic nucleotide-gated na and ca2 cation channel 6. galphaolf binds to and activates adenylyl cyclase 7. ca2 activates a ca2 gated cl- channel which is a better buy? 3-pound bag of candy for $6.04 or 9-pound bag of candy for $18.45? Hurry please! I will give the right answer brainliest! A developer has 7 1/2 acres of land to build houses on. If each house is to be built on 1/4 -acre plot, how many houses can he build? What does the passing of the Butler Act tell us about the time period? Both brains and computers have the ability to store memories, with one critical difference. What is this difference?. In simplest form .. A deck of cards contains RED cards numbered 1,2,3,4,5 and BLUE cards numbered 1,2,3,4. Let R be the event of drawing a red card, B the event of drawing a blue card, E the event of drawing an even numbered card, and O the event of drawing an odd card. Drawing the Red 5 is an example of which of the following events? Select all correct answers. Select all that apply: B OR E B OR O R AND E R OR E O B AND O Why is challenging for children to understand their parents? Why does Amazon deliver so late? Feature selection is an important part in machine learning tasks. Suppose you have a training set in the form of a spreadsheet. You want to retain the important features and drop the redundant and unimportant ones. a) Write down an algorithm (or a code in programming languages such as python) 4+2=6 that will select the non-zero variance features and return. Why is it a good idea to marks drop zero variance/low variance features? 4 marks b) Features can be selected using Pearson's correlation. Write down an algorithm for a code in programming languages such as python) that uses the Pearson's correlation to drop features. The features that the algorithm suggests to drop should be returned c) The following diagram shows the Pearson's correlation, in the form of a heatmap. between the features in one such training set. 2 marks 11 Page 33 een wa R Suppose you decided to use a threshold of 0.8. Which features the algorithm you have proposed in 1(b) suggest to drop? d) Why is it important to use only the training set to identify the features to be dropped? Explain how stable machine learning libraries such as sciit-learn facilitate this. which statement best summarizes the cheerokes efforts to fight the indina removal act. x + 2y = -12find the slope